Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques Learning-Guided Integration Contours Construction for Fast Large-Scale Generalized Eigensolvers V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism Beyond Single-Model Optimization: Preserving Plasticity in Continual Reinforcement Learning